使用LSTM对股票价格进行回归预测，对股价涨跌进行分类预测。We use LSTM to forecast the stock price and classify the rise and fall of the stock price.
☆17Jun 18, 2020Updated 6 years ago
Alternatives and similar repositories for LSTM-regression-and-classification
Users that are interested in LSTM-regression-and-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 算法根据单个板块或单只股票的历史数据判断板块指数或个股次日收盘价信息，得到相应的调仓对策。可回归（预测具体价格）可分类（预测涨跌）。 长短期记忆模型(LSTM)是循环神经网络(RNN)的一种，每个输入样本都是一个序列（如某板块20天的四价一量）用这个序列预测结果。它认为某些…☆65Feb 8, 2020Updated 6 years ago
- 本项目使用Keras实现Transformer模型来进行文本分类（中文、英文均支持）。☆12Mar 31, 2022Updated 4 years ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Jul 15, 2020Updated 6 years ago
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆12Feb 8, 2021Updated 5 years ago
- NN models designed to analyze and predict stock market from any stock data given☆37May 14, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Use BPNN and LSTM to forecast stock price. 使用BP神经网络和LSTM预测股票价格，注释拉满。☆207Jun 6, 2022Updated 4 years ago
- Alpha mining with DEAP-based genetic programming.☆11Jul 7, 2023Updated 3 years ago
- 使用Transformer和CNN网络对脑电运动进行分类☆14May 5, 2023Updated 3 years ago
- 机器学习数据预处理：包括画数据分布图、特征筛选、调参技巧☆12Mar 14, 2024Updated 2 years ago
- LSTM and XGboost are used to forecast multi-factor convertible bonds and stocks☆12Aug 22, 2022Updated 4 years ago
- 🐮首创性地运用Transformer+XDEEPFM预测中国A股单只股票每天的涨跌幅！☆15Mar 29, 2021Updated 5 years ago
- Blaze☆18Jun 19, 2021Updated 5 years ago
- 使用支持向量机，感知机，随机森林，决策树，k近邻，logistic，LSTM，bagging，boosting，集成等多种常见算法实现多分类任务（三分类）。Support vector machine, perceptron, random forest, decision…☆19May 8, 2020Updated 6 years ago
- Predicted a stock price close of a day based on the last 7 day’s time series data using Neural Network, LSTM and CNN. Found the best numb…☆11Feb 1, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 通过将对上市公司招股说明书情绪分析的结果与常用财务指标、企业科研指标等结合，综合使用多种分类模型：传统LR、随机森林、XGB、LGB集成学习模型对新上市公司破发情况进行学习和预测，筛选重要特征，并由此来得到一个新股破发分类器。☆14Aug 26, 2023Updated 3 years ago
- ☆14Jul 5, 2022Updated 4 years ago
- Lab notebooks for Introduction to Text Analytics. Lab sheets will be added once the lab sessions have taken place.☆12Jul 12, 2023Updated 3 years ago
- Create airflow heat or fluid animation/diagram by painting a vector-field☆12Jul 1, 2018Updated 8 years ago
- 设置定时任务，每天抓取最新的可转债信息，并通过 sct.ftqq.com 推送到微信☆12Nov 9, 2021Updated 4 years ago
- Mid price estimation in LOB using Markov model☆13May 11, 2022Updated 4 years ago
- ☆11Apr 8, 2019Updated 7 years ago
- Sentiment Analysis and Trend Monitoring to Predict Cryptocurrency Market Movements☆15Nov 14, 2018Updated 7 years ago
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆25Apr 3, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- pytorch实现用LSTM做股票价格预测☆315Jun 17, 2020Updated 6 years ago
- Pytorch implementation of deep learning models for financial time series forecasting using LOB☆21May 25, 2023Updated 3 years ago
- 深度学习初学者理论与实践学习的资料总结☆12Apr 19, 2019Updated 7 years ago
- This Repository contains the BitCoin Stock Price Prediction using LSTM Project.☆11Jul 13, 2020Updated 6 years ago
- Create a mid-price classifier for limit order books using a CNN and LSTM☆15Apr 24, 2020Updated 6 years ago
- CNN+LSTM+Attention predict stock☆70Apr 25, 2022Updated 4 years ago
- 记录深度学习的学习过程和资料整理，包括计算机视觉 CV、Paper 阅读等等...☆17Feb 1, 2019Updated 7 years ago
- 用unity3d实现的简易虚拟博物馆漫游☆15Feb 27, 2019Updated 7 years ago
- 信贷逾期用户画像分析☆34Dec 26, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Stock markets are an essential component of the economy. Their prediction naturally arouses afascination in the academic and financial w…☆22Jun 12, 2021Updated 5 years ago
- This is the GitHub repository for our publication "A new attention mechanism to classify multivariate time series", by Yifan Hao and Huip…☆28Aug 28, 2025Updated last year
- Multivariate Multi Step Time Series modelling : Predicting the re-rise of bitcoin prices using RNN and optimising the model using GRU and…☆18Feb 15, 2021Updated 5 years ago
- kNN classifier built in MATLAB.☆17Sep 20, 2015Updated 11 years ago
- The implementation of ECCV 2018 paper "Parallel Feature Pyramid Network for Object Detection" in Pytorch☆16Mar 18, 2021Updated 5 years ago
- 基于掘金量化的量化交易架框☆32Aug 8, 2026Updated 3 months ago
- 本项目采用transformers模块，使用bert-base-chinese模型实现文本多分类。☆41Jan 16, 2021Updated 5 years ago